ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k19_task2_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.8931
• Qwk: 0.3632
• Mse: 0.8931
• Rmse: 0.9451

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0345	2	4.8701	-0.0132	4.8701	2.2068
No log	0.0690	4	2.8763	-0.0148	2.8763	1.6960
No log	0.1034	6	1.7002	0.0372	1.7002	1.3039
No log	0.1379	8	1.4704	0.0766	1.4704	1.2126
No log	0.1724	10	1.4763	0.0455	1.4763	1.2150
No log	0.2069	12	1.4501	-0.0890	1.4501	1.2042
No log	0.2414	14	1.2542	0.0586	1.2542	1.1199
No log	0.2759	16	1.3304	0.0825	1.3304	1.1534
No log	0.3103	18	1.3858	-0.0661	1.3858	1.1772
No log	0.3448	20	1.4050	-0.0590	1.4050	1.1853
No log	0.3793	22	1.3613	-0.0974	1.3613	1.1668
No log	0.4138	24	1.3038	0.0135	1.3038	1.1418
No log	0.4483	26	1.2704	-0.0064	1.2704	1.1271
No log	0.4828	28	1.2276	0.0872	1.2276	1.1080
No log	0.5172	30	1.2108	0.0872	1.2108	1.1004
No log	0.5517	32	1.1442	0.1711	1.1442	1.0697
No log	0.5862	34	1.1527	0.3243	1.1527	1.0736
No log	0.6207	36	1.2171	0.1587	1.2171	1.1032
No log	0.6552	38	1.2933	0.1314	1.2933	1.1372
No log	0.6897	40	1.2476	0.1974	1.2476	1.1170
No log	0.7241	42	1.1300	0.4383	1.1300	1.0630
No log	0.7586	44	1.0750	0.2083	1.0750	1.0368
No log	0.7931	46	1.1291	0.0513	1.1291	1.0626
No log	0.8276	48	1.1444	0.0513	1.1444	1.0698
No log	0.8621	50	1.1237	0.1020	1.1237	1.0600
No log	0.8966	52	1.0779	0.2605	1.0779	1.0382
No log	0.9310	54	1.1640	0.2276	1.1640	1.0789
No log	0.9655	56	1.1896	0.2243	1.1896	1.0907
No log	1.0	58	1.1704	0.2672	1.1704	1.0819
No log	1.0345	60	1.1194	0.3571	1.1194	1.0580
No log	1.0690	62	1.1364	0.2941	1.1364	1.0660
No log	1.1034	64	1.1918	0.1904	1.1918	1.0917
No log	1.1379	66	1.1158	0.3236	1.1158	1.0563
No log	1.1724	68	1.0403	0.4012	1.0403	1.0200
No log	1.2069	70	1.0047	0.3539	1.0047	1.0023
No log	1.2414	72	0.9984	0.3298	0.9984	0.9992
No log	1.2759	74	1.0644	0.1968	1.0644	1.0317
No log	1.3103	76	1.1125	0.2154	1.1125	1.0547
No log	1.3448	78	1.1057	0.3287	1.1057	1.0515
No log	1.3793	80	1.1410	0.3992	1.1410	1.0682
No log	1.4138	82	1.1396	0.3574	1.1396	1.0675
No log	1.4483	84	1.0419	0.1966	1.0419	1.0208
No log	1.4828	86	1.0388	0.1920	1.0388	1.0192
No log	1.5172	88	1.0494	0.2206	1.0494	1.0244
No log	1.5517	90	1.0845	0.2285	1.0845	1.0414
No log	1.5862	92	1.2906	0.3347	1.2906	1.1360
No log	1.6207	94	1.4028	0.3580	1.4028	1.1844
No log	1.6552	96	1.2969	0.3361	1.2969	1.1388
No log	1.6897	98	1.0957	0.2636	1.0957	1.0468
No log	1.7241	100	1.0409	0.3263	1.0409	1.0202
No log	1.7586	102	1.1078	0.3902	1.1078	1.0525
No log	1.7931	104	1.0008	0.4375	1.0008	1.0004
No log	1.8276	106	0.9428	0.4559	0.9428	0.9710
No log	1.8621	108	0.9437	0.5125	0.9437	0.9715
No log	1.8966	110	0.9388	0.5339	0.9388	0.9689
No log	1.9310	112	0.9917	0.3623	0.9917	0.9959
No log	1.9655	114	1.2168	0.2579	1.2168	1.1031
No log	2.0	116	1.3079	0.2563	1.3079	1.1436
No log	2.0345	118	1.3432	0.2914	1.3432	1.1590
No log	2.0690	120	1.2066	0.4246	1.2065	1.0984
No log	2.1034	122	1.0457	0.4986	1.0457	1.0226
No log	2.1379	124	0.9687	0.5264	0.9687	0.9842
No log	2.1724	126	1.0336	0.4851	1.0336	1.0166
No log	2.2069	128	0.9701	0.5287	0.9701	0.9849
No log	2.2414	130	0.8739	0.4122	0.8739	0.9348
No log	2.2759	132	0.9889	0.3705	0.9889	0.9945
No log	2.3103	134	0.9259	0.3439	0.9259	0.9622
No log	2.3448	136	0.8622	0.4548	0.8622	0.9285
No log	2.3793	138	0.8860	0.5279	0.8860	0.9413
No log	2.4138	140	0.9075	0.5259	0.9075	0.9526
No log	2.4483	142	0.9514	0.4694	0.9514	0.9754
No log	2.4828	144	1.0348	0.3664	1.0348	1.0172
No log	2.5172	146	1.0329	0.3701	1.0329	1.0163
No log	2.5517	148	1.0192	0.3225	1.0192	1.0096
No log	2.5862	150	1.0763	0.3518	1.0763	1.0374
No log	2.6207	152	1.3147	0.3741	1.3147	1.1466
No log	2.6552	154	1.3750	0.3730	1.3750	1.1726
No log	2.6897	156	1.1358	0.3832	1.1358	1.0658
No log	2.7241	158	0.9999	0.4454	0.9999	0.9999
No log	2.7586	160	1.0136	0.2704	1.0136	1.0068
No log	2.7931	162	1.0755	0.3857	1.0755	1.0371
No log	2.8276	164	1.1409	0.4186	1.1409	1.0681
No log	2.8621	166	1.1150	0.3502	1.1150	1.0559
No log	2.8966	168	1.1366	0.3739	1.1366	1.0661
No log	2.9310	170	1.0763	0.3488	1.0763	1.0374
No log	2.9655	172	1.0072	0.2893	1.0072	1.0036
No log	3.0	174	1.0179	0.3570	1.0179	1.0089
No log	3.0345	176	1.0489	0.3216	1.0489	1.0242
No log	3.0690	178	1.0045	0.3437	1.0045	1.0023
No log	3.1034	180	1.0059	0.3289	1.0059	1.0029
No log	3.1379	182	1.0171	0.4031	1.0171	1.0085
No log	3.1724	184	0.9582	0.4532	0.9582	0.9789
No log	3.2069	186	0.9306	0.3796	0.9306	0.9647
No log	3.2414	188	0.9783	0.3472	0.9783	0.9891
No log	3.2759	190	0.9896	0.3014	0.9896	0.9948
No log	3.3103	192	0.9998	0.3966	0.9998	0.9999
No log	3.3448	194	1.1252	0.2765	1.1252	1.0608
No log	3.3793	196	1.1384	0.2765	1.1384	1.0669
No log	3.4138	198	1.0053	0.3908	1.0053	1.0026
No log	3.4483	200	1.0000	0.3671	1.0000	1.0000
No log	3.4828	202	0.9939	0.4617	0.9939	0.9970
No log	3.5172	204	1.0046	0.3601	1.0046	1.0023
No log	3.5517	206	1.0309	0.3545	1.0309	1.0153
No log	3.5862	208	0.9955	0.3818	0.9955	0.9978
No log	3.6207	210	1.0184	0.3390	1.0184	1.0091
No log	3.6552	212	1.0057	0.3237	1.0057	1.0028
No log	3.6897	214	1.0237	0.2819	1.0237	1.0118
No log	3.7241	216	1.1075	0.3452	1.1075	1.0524
No log	3.7586	218	1.1400	0.3590	1.1400	1.0677
No log	3.7931	220	1.0213	0.4028	1.0213	1.0106
No log	3.8276	222	0.9771	0.4141	0.9771	0.9885
No log	3.8621	224	0.9950	0.4449	0.9950	0.9975
No log	3.8966	226	1.1585	0.3703	1.1585	1.0763
No log	3.9310	228	1.3322	0.3785	1.3322	1.1542
No log	3.9655	230	1.2680	0.3145	1.2680	1.1261
No log	4.0	232	1.1211	0.2454	1.1211	1.0588
No log	4.0345	234	1.0486	0.1767	1.0486	1.0240
No log	4.0690	236	1.0270	0.2658	1.0270	1.0134
No log	4.1034	238	1.0275	0.2658	1.0275	1.0137
No log	4.1379	240	1.0281	0.2761	1.0281	1.0140
No log	4.1724	242	1.0555	0.3144	1.0555	1.0274
No log	4.2069	244	1.0365	0.3505	1.0365	1.0181
No log	4.2414	246	0.9829	0.2678	0.9829	0.9914
No log	4.2759	248	0.9754	0.3145	0.9754	0.9876
No log	4.3103	250	0.9644	0.2835	0.9644	0.9821
No log	4.3448	252	0.9722	0.3952	0.9722	0.9860
No log	4.3793	254	1.0316	0.3405	1.0316	1.0157
No log	4.4138	256	1.0209	0.3802	1.0209	1.0104
No log	4.4483	258	0.9719	0.3652	0.9719	0.9858
No log	4.4828	260	0.9833	0.3399	0.9833	0.9916
No log	4.5172	262	0.9722	0.3804	0.9722	0.9860
No log	4.5517	264	1.0520	0.3567	1.0520	1.0257
No log	4.5862	266	1.1017	0.3220	1.1017	1.0496
No log	4.6207	268	1.0441	0.3186	1.0441	1.0218
No log	4.6552	270	1.0050	0.2596	1.0050	1.0025
No log	4.6897	272	1.0937	0.3236	1.0937	1.0458
No log	4.7241	274	1.0874	0.3236	1.0874	1.0428
No log	4.7586	276	0.9836	0.3299	0.9836	0.9918
No log	4.7931	278	0.9618	0.3961	0.9618	0.9807
No log	4.8276	280	0.9398	0.4434	0.9398	0.9694
No log	4.8621	282	0.8785	0.4505	0.8785	0.9373
No log	4.8966	284	0.8479	0.4318	0.8479	0.9208
No log	4.9310	286	0.8314	0.4359	0.8314	0.9118
No log	4.9655	288	0.8026	0.4927	0.8026	0.8959
No log	5.0	290	0.7877	0.4948	0.7877	0.8875
No log	5.0345	292	0.7845	0.4948	0.7845	0.8857
No log	5.0690	294	0.7667	0.5476	0.7667	0.8756
No log	5.1034	296	0.7683	0.5476	0.7683	0.8765
No log	5.1379	298	0.7779	0.5476	0.7779	0.8820
No log	5.1724	300	0.8254	0.4948	0.8254	0.9085
No log	5.2069	302	0.8429	0.5184	0.8429	0.9181
No log	5.2414	304	0.8472	0.5175	0.8472	0.9204
No log	5.2759	306	0.9196	0.3759	0.9196	0.9589
No log	5.3103	308	1.1093	0.3955	1.1093	1.0532
No log	5.3448	310	1.0778	0.4005	1.0778	1.0382
No log	5.3793	312	0.9406	0.3602	0.9406	0.9698
No log	5.4138	314	0.9288	0.3762	0.9288	0.9637
No log	5.4483	316	1.0256	0.3625	1.0256	1.0127
No log	5.4828	318	1.0097	0.3625	1.0097	1.0048
No log	5.5172	320	0.9559	0.3196	0.9559	0.9777
No log	5.5517	322	0.9606	0.3163	0.9606	0.9801
No log	5.5862	324	0.9965	0.3402	0.9965	0.9982
No log	5.6207	326	0.9524	0.3660	0.9524	0.9759
No log	5.6552	328	0.9391	0.2893	0.9391	0.9691
No log	5.6897	330	0.9899	0.4444	0.9899	0.9949
No log	5.7241	332	1.0014	0.4444	1.0014	1.0007
No log	5.7586	334	0.9531	0.4025	0.9531	0.9763
No log	5.7931	336	0.9126	0.3243	0.9126	0.9553
No log	5.8276	338	0.8966	0.3243	0.8966	0.9469
No log	5.8621	340	0.9094	0.4799	0.9094	0.9536
No log	5.8966	342	0.9424	0.4519	0.9424	0.9707
No log	5.9310	344	0.9990	0.4440	0.9990	0.9995
No log	5.9655	346	0.9739	0.4690	0.9739	0.9869
No log	6.0	348	0.8718	0.4337	0.8718	0.9337
No log	6.0345	350	0.8660	0.3854	0.8660	0.9306
No log	6.0690	352	0.8881	0.4439	0.8881	0.9424
No log	6.1034	354	0.8795	0.3854	0.8795	0.9378
No log	6.1379	356	0.8527	0.3641	0.8527	0.9234
No log	6.1724	358	0.8316	0.3979	0.8316	0.9119
No log	6.2069	360	0.8108	0.4219	0.8108	0.9004
No log	6.2414	362	0.7886	0.4681	0.7886	0.8880
No log	6.2759	364	0.7782	0.5223	0.7782	0.8821
No log	6.3103	366	0.8275	0.5192	0.8275	0.9097
No log	6.3448	368	0.9607	0.4906	0.9607	0.9801
No log	6.3793	370	0.9501	0.4839	0.9501	0.9748
No log	6.4138	372	0.8492	0.4648	0.8492	0.9215
No log	6.4483	374	0.8070	0.4318	0.8070	0.8983
No log	6.4828	376	0.8136	0.3873	0.8136	0.9020
No log	6.5172	378	0.8101	0.4321	0.8101	0.9001
No log	6.5517	380	0.8157	0.4278	0.8157	0.9032
No log	6.5862	382	0.8062	0.3705	0.8062	0.8979
No log	6.6207	384	0.7935	0.4852	0.7935	0.8908
No log	6.6552	386	0.7784	0.5059	0.7784	0.8823
No log	6.6897	388	0.7634	0.5455	0.7634	0.8737
No log	6.7241	390	0.8378	0.5133	0.8378	0.9153
No log	6.7586	392	0.8339	0.4676	0.8339	0.9132
No log	6.7931	394	0.7605	0.5534	0.7605	0.8721
No log	6.8276	396	0.7328	0.5931	0.7328	0.8560
No log	6.8621	398	0.7407	0.5346	0.7407	0.8606
No log	6.8966	400	0.7598	0.4871	0.7598	0.8716
No log	6.9310	402	0.7982	0.4871	0.7982	0.8934
No log	6.9655	404	0.7836	0.4871	0.7836	0.8852
No log	7.0	406	0.7727	0.5014	0.7727	0.8791
No log	7.0345	408	0.7588	0.5143	0.7588	0.8711
No log	7.0690	410	0.7807	0.4119	0.7807	0.8836
No log	7.1034	412	0.8028	0.4591	0.8028	0.8960
No log	7.1379	414	0.8545	0.4575	0.8545	0.9244
No log	7.1724	416	0.9687	0.4186	0.9687	0.9842
No log	7.2069	418	0.9951	0.3350	0.9951	0.9975
No log	7.2414	420	1.0094	0.3350	1.0094	1.0047
No log	7.2759	422	0.9757	0.3885	0.9757	0.9878
No log	7.3103	424	0.9749	0.3478	0.9749	0.9874
No log	7.3448	426	1.0134	0.4425	1.0134	1.0067
No log	7.3793	428	1.0300	0.3941	1.0300	1.0149
No log	7.4138	430	1.0947	0.3109	1.0947	1.0463
No log	7.4483	432	1.0823	0.3340	1.0823	1.0404
No log	7.4828	434	0.9734	0.4560	0.9734	0.9866
No log	7.5172	436	0.9329	0.3627	0.9329	0.9658
No log	7.5517	438	0.9392	0.3427	0.9392	0.9691
No log	7.5862	440	0.9230	0.3627	0.9230	0.9607
No log	7.6207	442	0.9359	0.4434	0.9359	0.9674
No log	7.6552	444	1.0674	0.3694	1.0674	1.0332
No log	7.6897	446	1.0851	0.3902	1.0851	1.0417
No log	7.7241	448	0.9784	0.4700	0.9784	0.9892
No log	7.7586	450	0.9064	0.3483	0.9064	0.9520
No log	7.7931	452	0.9483	0.3714	0.9483	0.9738
No log	7.8276	454	0.9340	0.3714	0.9340	0.9664
No log	7.8621	456	0.8990	0.3243	0.8990	0.9481
No log	7.8966	458	0.9694	0.4924	0.9694	0.9846
No log	7.9310	460	0.9916	0.4761	0.9916	0.9958
No log	7.9655	462	0.9451	0.4402	0.9451	0.9722
No log	8.0	464	0.9280	0.3237	0.9280	0.9633
No log	8.0345	466	0.9551	0.3806	0.9551	0.9773
No log	8.0690	468	0.9417	0.3814	0.9417	0.9704
No log	8.1034	470	0.9204	0.2993	0.9204	0.9594
No log	8.1379	472	0.9378	0.4402	0.9378	0.9684
No log	8.1724	474	0.9321	0.4439	0.9321	0.9655
No log	8.2069	476	0.9627	0.4262	0.9627	0.9812
No log	8.2414	478	0.9589	0.4264	0.9589	0.9793
No log	8.2759	480	0.9502	0.3147	0.9502	0.9748
No log	8.3103	482	0.9355	0.2761	0.9355	0.9672
No log	8.3448	484	0.9386	0.2916	0.9386	0.9688
No log	8.3793	486	0.9516	0.2916	0.9516	0.9755
No log	8.4138	488	0.9873	0.3147	0.9873	0.9936
No log	8.4483	490	1.0416	0.3647	1.0416	1.0206
No log	8.4828	492	1.0531	0.3636	1.0531	1.0262
No log	8.5172	494	1.0184	0.3666	1.0184	1.0092
No log	8.5517	496	0.9908	0.3070	0.9908	0.9954
No log	8.5862	498	1.0070	0.2681	1.0070	1.0035
0.3494	8.6207	500	1.0258	0.2223	1.0258	1.0128
0.3494	8.6552	502	1.0013	0.2731	1.0013	1.0007
0.3494	8.6897	504	1.0045	0.2865	1.0045	1.0022
0.3494	8.7241	506	1.0811	0.3197	1.0811	1.0397
0.3494	8.7586	508	1.1139	0.3317	1.1139	1.0554
0.3494	8.7931	510	1.0727	0.3301	1.0727	1.0357
0.3494	8.8276	512	0.9524	0.4354	0.9524	0.9759
0.3494	8.8621	514	0.9028	0.3590	0.9028	0.9501
0.3494	8.8966	516	0.9084	0.3590	0.9084	0.9531
0.3494	8.9310	518	0.9688	0.4354	0.9688	0.9843
0.3494	8.9655	520	0.9882	0.4351	0.9882	0.9941
0.3494	9.0	522	0.9392	0.3729	0.9392	0.9691
0.3494	9.0345	524	0.9175	0.3392	0.9175	0.9579
0.3494	9.0690	526	0.9207	0.3374	0.9207	0.9595
0.3494	9.1034	528	0.9398	0.2834	0.9398	0.9694
0.3494	9.1379	530	0.9804	0.3308	0.9804	0.9901
0.3494	9.1724	532	0.9977	0.4202	0.9977	0.9988
0.3494	9.2069	534	0.9801	0.4202	0.9801	0.9900
0.3494	9.2414	536	0.9856	0.4331	0.9856	0.9928
0.3494	9.2759	538	1.0253	0.3990	1.0253	1.0126
0.3494	9.3103	540	1.1005	0.4563	1.1005	1.0490
0.3494	9.3448	542	1.0820	0.3530	1.0820	1.0402
0.3494	9.3793	544	1.0440	0.3506	1.0440	1.0217
0.3494	9.4138	546	1.0117	0.3290	1.0117	1.0058
0.3494	9.4483	548	0.9988	0.3290	0.9988	0.9994
0.3494	9.4828	550	1.0000	0.3919	1.0000	1.0000
0.3494	9.5172	552	1.0404	0.3606	1.0404	1.0200
0.3494	9.5517	554	1.0219	0.3177	1.0219	1.0109
0.3494	9.5862	556	0.9827	0.3643	0.9827	0.9913
0.3494	9.6207	558	0.9735	0.3771	0.9735	0.9867
0.3494	9.6552	560	0.9764	0.3654	0.9764	0.9881
0.3494	9.6897	562	0.9988	0.3645	0.9988	0.9994
0.3494	9.7241	564	1.0064	0.4080	1.0064	1.0032
0.3494	9.7586	566	0.9809	0.4286	0.9809	0.9904
0.3494	9.7931	568	0.9032	0.4476	0.9032	0.9503
0.3494	9.8276	570	0.8699	0.4280	0.8699	0.9327
0.3494	9.8621	572	0.8528	0.4009	0.8528	0.9235
0.3494	9.8966	574	0.8504	0.4876	0.8504	0.9222
0.3494	9.9310	576	0.8633	0.5073	0.8633	0.9291
0.3494	9.9655	578	0.9850	0.5044	0.9850	0.9925
0.3494	10.0	580	1.0533	0.4906	1.0533	1.0263
0.3494	10.0345	582	0.9946	0.4558	0.9946	0.9973
0.3494	10.0690	584	0.9904	0.4129	0.9904	0.9952
0.3494	10.1034	586	1.0355	0.4096	1.0355	1.0176
0.3494	10.1379	588	1.0028	0.4348	1.0028	1.0014
0.3494	10.1724	590	0.9377	0.3308	0.9377	0.9684
0.3494	10.2069	592	0.9586	0.3165	0.9586	0.9791
0.3494	10.2414	594	0.9590	0.3308	0.9590	0.9793
0.3494	10.2759	596	0.9344	0.3243	0.9344	0.9666
0.3494	10.3103	598	0.9475	0.3392	0.9475	0.9734
0.3494	10.3448	600	0.9680	0.3463	0.9680	0.9839
0.3494	10.3793	602	1.0132	0.3091	1.0132	1.0066
0.3494	10.4138	604	1.0598	0.3785	1.0598	1.0295
0.3494	10.4483	606	1.0314	0.3543	1.0314	1.0156
0.3494	10.4828	608	0.9818	0.2893	0.9818	0.9909
0.3494	10.5172	610	1.0512	0.3110	1.0512	1.0253
0.3494	10.5517	612	1.0917	0.3106	1.0917	1.0448
0.3494	10.5862	614	1.0473	0.3110	1.0473	1.0234
0.3494	10.6207	616	1.0020	0.2610	1.0020	1.0010
0.3494	10.6552	618	1.0243	0.2921	1.0243	1.0121
0.3494	10.6897	620	1.0835	0.2949	1.0835	1.0409
0.3494	10.7241	622	1.0966	0.3049	1.0966	1.0472
0.3494	10.7586	624	1.0642	0.2636	1.0642	1.0316
0.3494	10.7931	626	1.0311	0.2401	1.0311	1.0154
0.3494	10.8276	628	1.0212	0.2893	1.0212	1.0106
0.3494	10.8621	630	1.0099	0.2893	1.0099	1.0050
0.3494	10.8966	632	1.0092	0.3408	1.0092	1.0046
0.3494	10.9310	634	1.0389	0.3436	1.0389	1.0193
0.3494	10.9655	636	1.0100	0.3405	1.0100	1.0050
0.3494	11.0	638	0.9639	0.3408	0.9639	0.9818
0.3494	11.0345	640	0.9693	0.3571	0.9693	0.9845
0.3494	11.0690	642	0.9563	0.3184	0.9563	0.9779
0.3494	11.1034	644	0.9429	0.3337	0.9429	0.9710
0.3494	11.1379	646	0.9367	0.2893	0.9367	0.9678
0.3494	11.1724	648	0.9400	0.2843	0.9400	0.9696
0.3494	11.2069	650	0.9352	0.2743	0.9352	0.9670
0.3494	11.2414	652	0.9328	0.2843	0.9328	0.9658
0.3494	11.2759	654	0.9266	0.2843	0.9266	0.9626
0.3494	11.3103	656	0.9253	0.2503	0.9253	0.9619
0.3494	11.3448	658	0.9294	0.3045	0.9294	0.9640
0.3494	11.3793	660	0.9307	0.3147	0.9307	0.9647
0.3494	11.4138	662	0.9225	0.3196	0.9225	0.9605
0.3494	11.4483	664	0.9206	0.3223	0.9206	0.9595
0.3494	11.4828	666	0.9265	0.3337	0.9265	0.9625
0.3494	11.5172	668	0.9344	0.3337	0.9344	0.9666
0.3494	11.5517	670	0.9411	0.3392	0.9411	0.9701
0.3494	11.5862	672	0.9600	0.3070	0.9600	0.9798
0.3494	11.6207	674	0.9654	0.3392	0.9654	0.9825
0.3494	11.6552	676	0.9749	0.2843	0.9749	0.9874
0.3494	11.6897	678	0.9976	0.2965	0.9976	0.9988
0.3494	11.7241	680	1.0161	0.2764	1.0161	1.0080
0.3494	11.7586	682	1.0095	0.2814	1.0095	1.0047
0.3494	11.7931	684	0.9962	0.2624	0.9962	0.9981
0.3494	11.8276	686	0.9966	0.2761	0.9966	0.9983
0.3494	11.8621	688	0.9845	0.2761	0.9845	0.9922
0.3494	11.8966	690	0.9828	0.2761	0.9828	0.9914
0.3494	11.9310	692	0.9828	0.2761	0.9828	0.9913
0.3494	11.9655	694	0.9716	0.2556	0.9716	0.9857
0.3494	12.0	696	0.9698	0.2942	0.9698	0.9848
0.3494	12.0345	698	0.9667	0.2942	0.9667	0.9832
0.3494	12.0690	700	0.9833	0.3408	0.9833	0.9916
0.3494	12.1034	702	0.9979	0.3263	0.9979	0.9989
0.3494	12.1379	704	0.9934	0.3408	0.9934	0.9967
0.3494	12.1724	706	0.9979	0.3042	0.9979	0.9990
0.3494	12.2069	708	1.0135	0.3564	1.0135	1.0067
0.3494	12.2414	710	1.0329	0.3519	1.0329	1.0163
0.3494	12.2759	712	1.0514	0.3122	1.0514	1.0254
0.3494	12.3103	714	1.0180	0.3122	1.0180	1.0090
0.3494	12.3448	716	0.9752	0.3094	0.9752	0.9875
0.3494	12.3793	718	0.9526	0.2893	0.9526	0.9760
0.3494	12.4138	720	0.9272	0.3609	0.9272	0.9629
0.3494	12.4483	722	0.9366	0.4105	0.9366	0.9678
0.3494	12.4828	724	0.9490	0.5060	0.9490	0.9741
0.3494	12.5172	726	0.9676	0.4703	0.9676	0.9837
0.3494	12.5517	728	1.0162	0.4834	1.0162	1.0081
0.3494	12.5862	730	1.0149	0.4957	1.0149	1.0074
0.3494	12.6207	732	0.9645	0.4067	0.9645	0.9821
0.3494	12.6552	734	0.9379	0.3868	0.9379	0.9684
0.3494	12.6897	736	0.9300	0.3408	0.9300	0.9643
0.3494	12.7241	738	0.9416	0.3142	0.9416	0.9703
0.3494	12.7586	740	0.9454	0.2993	0.9454	0.9723
0.3494	12.7931	742	0.9693	0.3820	0.9693	0.9845
0.3494	12.8276	744	0.9731	0.3820	0.9731	0.9865
0.3494	12.8621	746	0.9568	0.3902	0.9568	0.9782
0.3494	12.8966	748	0.9658	0.3159	0.9658	0.9827
0.3494	12.9310	750	0.9864	0.3355	0.9864	0.9932
0.3494	12.9655	752	0.9655	0.3486	0.9655	0.9826
0.3494	13.0	754	0.9494	0.4048	0.9494	0.9744
0.3494	13.0345	756	0.9716	0.4331	0.9716	0.9857
0.3494	13.0690	758	1.0222	0.4080	1.0222	1.0111
0.3494	13.1034	760	0.9948	0.3738	0.9948	0.9974
0.3494	13.1379	762	0.9511	0.3290	0.9511	0.9753
0.3494	13.1724	764	0.9674	0.2864	0.9674	0.9836
0.3494	13.2069	766	0.9532	0.3237	0.9532	0.9763
0.3494	13.2414	768	0.9267	0.2993	0.9267	0.9627
0.3494	13.2759	770	0.9473	0.4553	0.9473	0.9733
0.3494	13.3103	772	0.9640	0.4911	0.9640	0.9818
0.3494	13.3448	774	0.9295	0.4754	0.9295	0.9641
0.3494	13.3793	776	0.8937	0.4143	0.8937	0.9453
0.3494	13.4138	778	0.8971	0.4122	0.8971	0.9471
0.3494	13.4483	780	0.9016	0.3948	0.9016	0.9495
0.3494	13.4828	782	0.9153	0.4105	0.9153	0.9567
0.3494	13.5172	784	0.9929	0.4681	0.9929	0.9964
0.3494	13.5517	786	1.0707	0.4655	1.0707	1.0347
0.3494	13.5862	788	1.0595	0.4869	1.0595	1.0293
0.3494	13.6207	790	1.0088	0.4681	1.0088	1.0044
0.3494	13.6552	792	0.9783	0.3464	0.9783	0.9891
0.3494	13.6897	794	0.9840	0.3697	0.9840	0.9920
0.3494	13.7241	796	0.9742	0.2970	0.9742	0.9870
0.3494	13.7586	798	0.9890	0.2801	0.9890	0.9945
0.3494	13.7931	800	0.9911	0.2947	0.9911	0.9956
0.3494	13.8276	802	0.9914	0.2947	0.9914	0.9957
0.3494	13.8621	804	1.0318	0.3802	1.0318	1.0158
0.3494	13.8966	806	1.0548	0.3556	1.0548	1.0270
0.3494	13.9310	808	1.0225	0.4259	1.0225	1.0112
0.3494	13.9655	810	0.9693	0.4102	0.9693	0.9845
0.3494	14.0	812	0.9455	0.3142	0.9455	0.9724
0.3494	14.0345	814	0.9418	0.3119	0.9418	0.9705
0.3494	14.0690	816	0.9407	0.3119	0.9407	0.9699
0.3494	14.1034	818	0.9503	0.2967	0.9503	0.9748
0.3494	14.1379	820	0.9555	0.3045	0.9555	0.9775
0.3494	14.1724	822	0.9543	0.2993	0.9543	0.9769
0.3494	14.2069	824	0.9496	0.3142	0.9496	0.9745
0.3494	14.2414	826	0.9549	0.3142	0.9549	0.9772
0.3494	14.2759	828	0.9799	0.3908	0.9799	0.9899
0.3494	14.3103	830	1.0274	0.4429	1.0274	1.0136
0.3494	14.3448	832	1.0406	0.4202	1.0406	1.0201
0.3494	14.3793	834	1.0289	0.3966	1.0289	1.0143
0.3494	14.4138	836	1.0473	0.3827	1.0473	1.0234
0.3494	14.4483	838	1.0695	0.3165	1.0695	1.0342
0.3494	14.4828	840	1.0559	0.3165	1.0559	1.0276
0.3494	14.5172	842	1.0336	0.3165	1.0336	1.0167
0.3494	14.5517	844	0.9981	0.3729	0.9981	0.9991
0.3494	14.5862	846	0.9630	0.3868	0.9630	0.9813
0.3494	14.6207	848	0.9675	0.3729	0.9675	0.9836
0.3494	14.6552	850	0.9816	0.3308	0.9816	0.9908
0.3494	14.6897	852	1.0151	0.4354	1.0151	1.0075
0.3494	14.7241	854	0.9797	0.3308	0.9797	0.9898
0.3494	14.7586	856	0.9379	0.3363	0.9379	0.9685
0.3494	14.7931	858	0.9371	0.3290	0.9371	0.9681
0.3494	14.8276	860	0.9454	0.3508	0.9454	0.9723
0.3494	14.8621	862	0.9646	0.3590	0.9646	0.9821
0.3494	14.8966	864	1.0049	0.4127	1.0049	1.0024
0.3494	14.9310	866	1.0019	0.4354	1.0019	1.0010
0.3494	14.9655	868	0.9575	0.3590	0.9575	0.9785
0.3494	15.0	870	0.9198	0.3117	0.9198	0.9590
0.3494	15.0345	872	0.9176	0.3437	0.9176	0.9579
0.3494	15.0690	874	0.9269	0.3539	0.9269	0.9628
0.3494	15.1034	876	0.9294	0.3621	0.9294	0.9640
0.3494	15.1379	878	0.9789	0.4540	0.9789	0.9894
0.3494	15.1724	880	0.9996	0.4527	0.9996	0.9998
0.3494	15.2069	882	0.9675	0.4107	0.9675	0.9836
0.3494	15.2414	884	0.9170	0.3508	0.9170	0.9576
0.3494	15.2759	886	0.9131	0.3142	0.9131	0.9555
0.3494	15.3103	888	0.9172	0.3437	0.9172	0.9577
0.3494	15.3448	890	0.9536	0.2843	0.9536	0.9765
0.3494	15.3793	892	1.0374	0.3590	1.0374	1.0185
0.3494	15.4138	894	1.0818	0.3584	1.0818	1.0401
0.3494	15.4483	896	1.0848	0.3021	1.0848	1.0416
0.3494	15.4828	898	1.0612	0.2386	1.0612	1.0301
0.3494	15.5172	900	1.0410	0.2864	1.0410	1.0203
0.3494	15.5517	902	1.0432	0.2714	1.0432	1.0214
0.3494	15.5862	904	1.0418	0.2714	1.0418	1.0207
0.3494	15.6207	906	1.0282	0.3042	1.0282	1.0140
0.3494	15.6552	908	1.0209	0.2944	1.0209	1.0104
0.3494	15.6897	910	1.0256	0.3936	1.0256	1.0127
0.3494	15.7241	912	0.9975	0.3936	0.9975	0.9987
0.3494	15.7586	914	0.9508	0.3263	0.9508	0.9751
0.3494	15.7931	916	0.9489	0.3205	0.9489	0.9741
0.3494	15.8276	918	0.9551	0.3205	0.9551	0.9773
0.3494	15.8621	920	0.9399	0.3137	0.9399	0.9695
0.3494	15.8966	922	0.9326	0.3142	0.9326	0.9657
0.3494	15.9310	924	0.9584	0.2792	0.9584	0.9790
0.3494	15.9655	926	0.9771	0.2995	0.9771	0.9885
0.3494	16.0	928	0.9777	0.2995	0.9777	0.9888
0.3494	16.0345	930	0.9685	0.3094	0.9685	0.9841
0.3494	16.0690	932	0.9693	0.3290	0.9693	0.9845
0.3494	16.1034	934	0.9670	0.2843	0.9670	0.9834
0.3494	16.1379	936	0.9528	0.2942	0.9528	0.9761
0.3494	16.1724	938	0.9461	0.3142	0.9461	0.9727
0.3494	16.2069	940	0.9468	0.3861	0.9468	0.9730
0.3494	16.2414	942	0.9522	0.3834	0.9522	0.9758
0.3494	16.2759	944	0.9493	0.3834	0.9493	0.9743
0.3494	16.3103	946	0.9340	0.3237	0.9340	0.9664
0.3494	16.3448	948	0.9283	0.3380	0.9283	0.9635
0.3494	16.3793	950	0.9412	0.4202	0.9412	0.9702
0.3494	16.4138	952	0.9703	0.4700	0.9703	0.9850
0.3494	16.4483	954	1.0218	0.4255	1.0218	1.0108
0.3494	16.4828	956	1.0167	0.3584	1.0167	1.0083
0.3494	16.5172	958	0.9994	0.3463	0.9994	0.9997
0.3494	16.5517	960	1.0035	0.3290	1.0035	1.0017
0.3494	16.5862	962	0.9926	0.3448	0.9926	0.9963
0.3494	16.6207	964	1.0062	0.3122	1.0062	1.0031
0.3494	16.6552	966	1.0149	0.3897	1.0149	1.0074
0.3494	16.6897	968	0.9747	0.3897	0.9747	0.9872
0.3494	16.7241	970	0.9188	0.3169	0.9188	0.9585
0.3494	16.7586	972	0.9011	0.3363	0.9011	0.9493
0.3494	16.7931	974	0.8978	0.3380	0.8978	0.9475
0.3494	16.8276	976	0.9067	0.3352	0.9067	0.9522
0.3494	16.8621	978	0.9422	0.3343	0.9422	0.9706
0.3494	16.8966	980	1.0087	0.4565	1.0087	1.0043
0.3494	16.9310	982	1.0427	0.4772	1.0427	1.0211
0.3494	16.9655	984	1.0070	0.4129	1.0070	1.0035
0.3494	17.0	986	0.9525	0.3144	0.9525	0.9759
0.3494	17.0345	988	0.9380	0.3270	0.9380	0.9685
0.3494	17.0690	990	0.9305	0.3169	0.9305	0.9646
0.3494	17.1034	992	0.9183	0.3117	0.9183	0.9583
0.3494	17.1379	994	0.9183	0.3478	0.9183	0.9583
0.3494	17.1724	996	0.9294	0.3434	0.9294	0.9640
0.3494	17.2069	998	0.9328	0.4065	0.9328	0.9658
0.0784	17.2414	1000	0.9365	0.4067	0.9365	0.9677
0.0784	17.2759	1002	0.9225	0.3577	0.9225	0.9605
0.0784	17.3103	1004	0.8939	0.3217	0.8939	0.9455
0.0784	17.3448	1006	0.8835	0.3933	0.8835	0.9399
0.0784	17.3793	1008	0.8863	0.4617	0.8863	0.9414
0.0784	17.4138	1010	0.8857	0.4654	0.8857	0.9411
0.0784	17.4483	1012	0.8781	0.3933	0.8781	0.9371
0.0784	17.4828	1014	0.9030	0.3217	0.9030	0.9503
0.0784	17.5172	1016	0.9409	0.4069	0.9409	0.9700
0.0784	17.5517	1018	0.9363	0.4065	0.9363	0.9676
0.0784	17.5862	1020	0.9076	0.3117	0.9076	0.9527
0.0784	17.6207	1022	0.9014	0.3142	0.9014	0.9494
0.0784	17.6552	1024	0.8906	0.3309	0.8906	0.9437
0.0784	17.6897	1026	0.8931	0.3632	0.8931	0.9451

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1